{"title":"基于习得、消退、回避和泛化学习预测情绪困扰","authors":"Naomi Carpentier, Dirk Hermans, Sara Scheveneels","doi":"10.1155/2024/6366269","DOIUrl":null,"url":null,"abstract":"<div>\n <p>This prospective study aimed to investigate whether fear conditioning parameters measured at baseline could predict the development of emotional distress over a 6-month period among 655 first-year university students. Verbal and behavioral measures of acquisition, extinction, avoidance, and generalization were obtained through an online task at the start of the academic year. Emotional distress was evaluated 4 to 6 months later, with questionnaires assessing anxiety, stress, depression, and coping trajectories. Initial analyses explored the interplay of conditioning parameters at baseline, hypothesizing that the corresponding learning processes may mutually reinforce each other, contributing to distinct vulnerabilities for emotional distress. Although no distinct profiles based on conditioning processes were identified, the analyses did uncover correlations between increased acquisition and avoidance of conditioned threat stimuli and reduced extinction, avoidance of safe stimuli, and generalization. Subsequent main analyses related the processes and their interactions to the development of emotional distress. Findings suggest that acquiring fear toward conditioned safety and threat stimuli, as well as avoiding conditioned threat stimuli, may be predictive of higher levels of emotional distress. Analyses relating extinction and generalization to emotional distress revealed mostly nonsignificant findings, emphasizing the need for methodological scrutiny in identifying anxiety-related learning indices. This research contributes to understanding individual differences in the development of emotional distress and informs future investigations into learning processes and their implications for mental health.</p>\n </div>","PeriodicalId":55179,"journal":{"name":"Depression and Anxiety","volume":"2024 1","pages":""},"PeriodicalIF":4.7000,"publicationDate":"2024-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/6366269","citationCount":"0","resultStr":"{\"title\":\"Predicting Emotional Distress, Based on Acquisition, Extinction, Avoidance, and Generalization Learning\",\"authors\":\"Naomi Carpentier, Dirk Hermans, Sara Scheveneels\",\"doi\":\"10.1155/2024/6366269\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div>\\n <p>This prospective study aimed to investigate whether fear conditioning parameters measured at baseline could predict the development of emotional distress over a 6-month period among 655 first-year university students. Verbal and behavioral measures of acquisition, extinction, avoidance, and generalization were obtained through an online task at the start of the academic year. Emotional distress was evaluated 4 to 6 months later, with questionnaires assessing anxiety, stress, depression, and coping trajectories. Initial analyses explored the interplay of conditioning parameters at baseline, hypothesizing that the corresponding learning processes may mutually reinforce each other, contributing to distinct vulnerabilities for emotional distress. Although no distinct profiles based on conditioning processes were identified, the analyses did uncover correlations between increased acquisition and avoidance of conditioned threat stimuli and reduced extinction, avoidance of safe stimuli, and generalization. Subsequent main analyses related the processes and their interactions to the development of emotional distress. Findings suggest that acquiring fear toward conditioned safety and threat stimuli, as well as avoiding conditioned threat stimuli, may be predictive of higher levels of emotional distress. Analyses relating extinction and generalization to emotional distress revealed mostly nonsignificant findings, emphasizing the need for methodological scrutiny in identifying anxiety-related learning indices. This research contributes to understanding individual differences in the development of emotional distress and informs future investigations into learning processes and their implications for mental health.</p>\\n </div>\",\"PeriodicalId\":55179,\"journal\":{\"name\":\"Depression and Anxiety\",\"volume\":\"2024 1\",\"pages\":\"\"},\"PeriodicalIF\":4.7000,\"publicationDate\":\"2024-10-23\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1155/2024/6366269\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Depression and Anxiety\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1155/2024/6366269\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Depression and Anxiety","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1155/2024/6366269","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"PSYCHIATRY","Score":null,"Total":0}
Predicting Emotional Distress, Based on Acquisition, Extinction, Avoidance, and Generalization Learning
This prospective study aimed to investigate whether fear conditioning parameters measured at baseline could predict the development of emotional distress over a 6-month period among 655 first-year university students. Verbal and behavioral measures of acquisition, extinction, avoidance, and generalization were obtained through an online task at the start of the academic year. Emotional distress was evaluated 4 to 6 months later, with questionnaires assessing anxiety, stress, depression, and coping trajectories. Initial analyses explored the interplay of conditioning parameters at baseline, hypothesizing that the corresponding learning processes may mutually reinforce each other, contributing to distinct vulnerabilities for emotional distress. Although no distinct profiles based on conditioning processes were identified, the analyses did uncover correlations between increased acquisition and avoidance of conditioned threat stimuli and reduced extinction, avoidance of safe stimuli, and generalization. Subsequent main analyses related the processes and their interactions to the development of emotional distress. Findings suggest that acquiring fear toward conditioned safety and threat stimuli, as well as avoiding conditioned threat stimuli, may be predictive of higher levels of emotional distress. Analyses relating extinction and generalization to emotional distress revealed mostly nonsignificant findings, emphasizing the need for methodological scrutiny in identifying anxiety-related learning indices. This research contributes to understanding individual differences in the development of emotional distress and informs future investigations into learning processes and their implications for mental health.
期刊介绍:
Depression and Anxiety is a scientific journal that focuses on the study of mood and anxiety disorders, as well as related phenomena in humans. The journal is dedicated to publishing high-quality research and review articles that contribute to the understanding and treatment of these conditions. The journal places a particular emphasis on articles that contribute to the clinical evaluation and care of individuals affected by mood and anxiety disorders. It prioritizes the publication of treatment-related research and review papers, as well as those that present novel findings that can directly impact clinical practice. The journal's goal is to advance the field by disseminating knowledge that can lead to better diagnosis, treatment, and management of these disorders, ultimately improving the quality of life for those who suffer from them.